The above outputs are achieved by solving energy balance equations using the immense cloud computational power provided by AWS.

if tail_light_last_on_secs_ago < 20:
    mode = recharge
elif tail_light_last_on_secs_ago > 60:
    mode = deploying
else:
    mode = neutral

The identification of the driver behaviours is obtained thanks to a correlation analysis of the driver’s demands and the characteristics of specific sections of the circuit.

Sounds like the battery charge and mode isn't actually being directly measured. Seems like they're just inferring with a model.

Either way, I'm not really a fan of this. It's kinda cool for fans, but I think this is giving too much valuable information to other teams. There will be less uncertainty and risk in strategy.